catnet: Categorical Bayesian Network Inference

Structure learning and parameter estimation of discrete Bayesian networks using likelihood-based criteria. Exhaustive search for fixed node orders and stochastic search of optimal orders via simulated annealing algorithm are implemented.

Version: 1.15.7
Depends: R (≥ 3.0.2)
Imports: methods, stats, utils, graphics
Published: 2020-03-10
Author: Nikolay Balov [aut, cre] (Balov (2013) <doi:10.1214/13-EJS802>), Peter Salzman [aut]
Maintainer: Nikolay Balov <nhbalov at>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: yes
Materials: README
In views: GraphicalModels
CRAN checks: catnet results


Reference manual: catnet.pdf
Vignettes: catnet


Package source: catnet_1.15.7.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): catnet_1.15.7.tgz, r-oldrel (arm64): catnet_1.15.7.tgz, r-release (x86_64): catnet_1.15.7.tgz, r-oldrel (x86_64): catnet_1.15.7.tgz
Old sources: catnet archive

Reverse dependencies:

Reverse suggests: CNORfeeder


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